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- ADR-HUB-0016: retrieval on PostgreSQL (FTS) + pgvector (semantic); db image switched to pgvector/pgvector:pg16, extension enabled via migration - KnowledgeFragment stores chunks + embeddings (dimension-agnostic vector so local and OpenRouter embedding sizes coexist) - publishing a knowledge version re-chunks and embeds it via the provider - KnowledgeRetriever: semantic (cosine) primary + lexical (FTS) complementary, scoped to the release's pinned knowledge versions - LlmInvocation records used_fragment_ids (ADR-HUB-0007) - tests for chunking, indexing, retrieval scope and lexical match Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Edevs Hub
Canonical implementation workspace for hub.edevs.tech.
Local start
Copy-Item .env.example .env
.\scripts\start.ps1
The local compose stack contains:
- Django ASGI backend and background worker;
- PostgreSQL;
- Redis;
- Internal Hub UI;
- Checkout UI;
- Web Chat UI;
- local Nginx reverse proxy.
No production secrets are stored in the repository.
Default local URLs:
- Internal Hub UI:
http://localhost:5173 - Django admin:
http://localhost:8010/admin/ - Checkout:
http://localhost:5174 - Web Chat:
http://localhost:5175 - Backend API:
http://localhost:8010/api/v1
Create or refresh the local OWNER account:
docker compose run --rm backend python manage.py bootstrap_owner --email owner@edevs.tech --password local-owner-password --name "Иван Петров"
Tests
All suites run in Docker, so no manual environment is required — the test runners auto-detect themselves and relax production hardening (secret-key fail-fast, SSL redirect, throttling) for the duration of the run.
Run everything (backend tests, frontend unit tests, typechecks):
.\scripts\check.ps1
Individual suites:
# Backend (pytest + pytest-django)
docker compose run --rm backend pytest
# Frontend unit tests (vitest)
docker compose run --rm internal-ui npm run test
# End-to-end (Playwright, internal-ui) — auto-starts the dev server
npx playwright install chromium # one-time
npx playwright test --project=internal-ui
Backend pytest configuration lives in apps/backend/pytest.ini (it must sit
next to manage.py so it is also visible inside the backend container).
Description
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aiai-agentcustomer-servicecustomer-supportdjangodocker-composehelpdeskknowledge-baselive-chatmaxopen-sourcepgvectorragself-hostedtelegramtelegrambot
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